The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 495 556 625
Rank change year-on-year
+61 +69
Permanent jobs citing Predictive Analytics 115 101 38
As % of all permanent IT jobs located in London 0.30% 0.23% 0.083%
As % of the Processes & Methodologies category 0.34% 0.26% 0.095%
Number of salaries quoted 105 66 23
Median salary £62,500 £68,750 £57,500
Median salary % change year-on-year
-9.09% +19.56%
90% offered a salary of more than £42,500 £40,000 £35,000
10% offered a salary of more than £100,000 £90,000 £87,000
UK excluding London median salary £57,500 £45,000 £55,000
% change year-on-year
+27.77% -18.18%
Predictive Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
34079 38812 39839
As % of all permanent IT jobs located in London 89.77% 88.33% 86.72%
Number of salaries quoted 29454 32780 32767
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in London

Predictive Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics across the London region.

Predictive Analytics Salary Trend in London

Predictive Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the London region over the 3 months to 30 September 2016.

Predictive Analytics Salary Histogram in London

Predictive Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the London region over the 3 months to 30 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +50 9 £43,750 -10.25% 3
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 30 September 2016, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Predictive Analytics.

1 200 (100.00%) Analytics
2 119 (59.50%) Machine Learning
3 111 (55.50%) Big Data
4 81 (40.50%) Python
5 73 (36.50%) R
6 72 (36.00%) Business Intelligence
7 70 (35.00%) SQL
8 69 (34.50%) Agile Software Development
9 60 (30.00%) Java
10 59 (29.50%) Analytical Skills
11 52 (26.00%) Data Warehouse
12 51 (25.50%) Microsoft Azure
13 47 (23.50%) Degree
14 41 (20.50%) Visualisation
15 40 (20.00%) Microsoft
15 40 (20.00%) Finance
16 36 (18.00%) Tableau
16 36 (18.00%) Statistics
17 35 (17.50%) Performance Management
18 33 (16.50%) PhD
18 33 (16.50%) Mathematics
18 33 (16.50%) SQL Server Integration Services
19 32 (16.00%) Computer Science
19 32 (16.00%) Algorithms
19 32 (16.00%) Power BI
20 31 (15.50%) SQL Server Reporting Services
20 31 (15.50%) .NET
21 29 (14.50%) SQL Server
21 29 (14.50%) Software Engineering
22 28 (14.00%) Scrum

Predictive Analytics
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 26 (13.00%) SAS
2 20 (10.00%) Apache Spark
3 17 (8.50%) SharePoint
4 11 (5.50%) Apache Pig
5 8 (4.00%) ArcGIS
6 5 (2.50%) JBoss
7 4 (2.00%) Confluence
8 3 (1.50%) Oracle SOA Suite
9 2 (1.00%) Apache
9 2 (1.00%) Elasticsearch
10 1 (0.50%) NServiceBus
Applications
1 16 (8.00%) MS Excel
2 12 (6.00%) MS PowerPoint
2 12 (6.00%) SPSS
3 1 (0.50%) Stata
Business Applications
1 3 (1.50%) Hyperion Enterprise
1 3 (1.50%) SAP Oil and Gas
2 2 (1.00%) Oracle BPM
2 2 (1.00%) Oracle HRMS
3 1 (0.50%) Cognos TM1
3 1 (0.50%) Relativity
Cloud Services
1 51 (25.50%) Microsoft Azure
2 24 (12.00%) Amazon AWS
3 22 (11.00%) PaaS
4 13 (6.50%) Google Cloud Platform
5 12 (6.00%) Cloud Computing
6 9 (4.50%) Azure Machine Learning
7 7 (3.50%) Data Lake Analytics
7 7 (3.50%) IaaS
8 2 (1.00%) Amazon EC2
8 2 (1.00%) Amazon Kinesis
8 2 (1.00%) Amazon S3
8 2 (1.00%) SaaS
8 2 (1.00%) Taleo
9 1 (0.50%) Adobe Analytics
9 1 (0.50%) Amazon EMR
9 1 (0.50%) Google Analytics
9 1 (0.50%) iPaaS
9 1 (0.50%) Office 365
Communications & Networking
1 3 (1.50%) Internet
2 2 (1.00%) ATM
2 2 (1.00%) DNS
2 2 (1.00%) Firewall
2 2 (1.00%) Wireless
3 1 (0.50%) LAN
3 1 (0.50%) WAN
Database & Business Intelligence
1 111 (55.50%) Big Data
2 52 (26.00%) Data Warehouse
3 33 (16.50%) SQL Server Integration Services
4 32 (16.00%) Power BI
5 31 (15.50%) SQL Server Reporting Services
6 29 (14.50%) SQL Server
7 28 (14.00%) HDInsight
8 27 (13.50%) Hadoop
8 27 (13.50%) SQL Server Analysis Services
9 26 (13.00%) Data Mining
10 25 (12.50%) QlikView
11 21 (10.50%) NoSQL
12 18 (9.00%) Apache Hive
13 14 (7.00%) Neo4j
14 13 (6.50%) SQL Server 2014
15 11 (5.50%) HBase
16 10 (5.00%) OLAP
16 10 (5.00%) Relational Database
17 8 (4.00%) BusinessObjects
17 8 (4.00%) GIS
Development Applications
1 12 (6.00%) JIRA
2 7 (3.50%) Visual Studio
2 7 (3.50%) Visual Studio Tools for Office
3 6 (3.00%) IntelliJ
3 6 (3.00%) JUnit
3 6 (3.00%) Maven
4 2 (1.00%) Cucumber
4 2 (1.00%) Git (software)
4 2 (1.00%) Selenium
4 2 (1.00%) SpecFlow
5 1 (0.50%) Ranorex
5 1 (0.50%) SQL Server Management Studio (SSMS)
General
1 40 (20.00%) Finance
2 28 (14.00%) Marketing
3 22 (11.00%) Retail
4 10 (5.00%) Telecoms
5 7 (3.50%) Banking
5 7 (3.50%) Games
6 5 (2.50%) Manufacturing
7 3 (1.50%) Electronics
7 3 (1.50%) Investment Banking
7 3 (1.50%) Legal
7 3 (1.50%) Publishing
8 2 (1.00%) Advertising
8 2 (1.00%) Front Office
8 2 (1.00%) Law
8 2 (1.00%) Pharmaceutical
9 1 (0.50%) Danish Language
9 1 (0.50%) French Language
9 1 (0.50%) German Language
9 1 (0.50%) Norwegian Language
9 1 (0.50%) Swedish Language
Job Titles
1 37 (18.50%) Data Scientist
2 35 (17.50%) Consultant
3 24 (12.00%) Analyst
4 22 (11.00%) Developer
5 19 (9.50%) Microsoft Consultant
5 19 (9.50%) Software Engineer
6 13 (6.50%) Business Intelligence Consultant
6 13 (6.50%) Senior Data Scientist
7 12 (6.00%) Analytics Consultant
7 12 (6.00%) Machine Learning Scientist
7 12 (6.00%) Microsoft BI Consultant
7 12 (6.00%) Senior Software Engineer
8 11 (5.50%) Business Consultant
9 10 (5.00%) Analytics Manager
10 9 (4.50%) Business Developer
10 9 (4.50%) Business Intelligence Developer
10 9 (4.50%) Microsoft BI Developer
10 9 (4.50%) Microsoft Developer
11 8 (4.00%) Data Analyst
11 8 (4.00%) Project Manager
Libraries, Frameworks & Software Standards
1 31 (15.50%) .NET
2 23 (11.50%) Natural Language Processing
3 19 (9.50%) HTML
3 19 (9.50%) REST
4 17 (8.50%) D3.js
5 15 (7.50%) CSS
6 12 (6.00%) Apache Flex
7 8 (4.00%) Kafka
7 8 (4.00%) Leaflet
8 7 (3.50%) HTML5
8 7 (3.50%) Web Services
9 6 (3.00%) Hibernate
9 6 (3.00%) SOAP
9 6 (3.00%) Spring
10 5 (2.50%) ActiveMQ
10 5 (2.50%) JMS
10 5 (2.50%) RabbitMQ
11 4 (2.00%) Flask
11 4 (2.00%) J2EE
12 3 (1.50%) JDBC
Miscellaneous
1 59 (29.50%) Analytical Skills
2 41 (20.50%) Visualisation
3 36 (18.00%) Statistics
4 33 (16.50%) Mathematics
5 32 (16.00%) Algorithms
5 32 (16.00%) Computer Science
6 25 (12.50%) Neural Network
7 18 (9.00%) Fintech
8 16 (8.00%) Artificial Intelligence
8 16 (8.00%) Mobile App
9 13 (6.50%) Blockchain
10 11 (5.50%) Physics
11 8 (4.00%) PMI
11 8 (4.00%) User Experience
12 7 (3.50%) Credit Risk
13 6 (3.00%) Clustering
13 6 (3.00%) Economics
14 5 (2.50%) Digital Media
15 3 (1.50%) Life Science
16 2 (1.00%) Fat Client
Operating Systems
1 22 (11.00%) Linux
2 18 (9.00%) Windows
3 3 (1.50%) Unix
4 2 (1.00%) Mac OS X
4 2 (1.00%) Windows 7
4 2 (1.00%) Windows 8
4 2 (1.00%) Windows Server
4 2 (1.00%) Windows Server 2012
Processes & Methodologies
1 200 (100.00%) Analytics
2 119 (59.50%) Machine Learning
3 72 (36.00%) Business Intelligence
4 69 (34.50%) Agile Software Development
5 35 (17.50%) Performance Management
6 29 (14.50%) Software Engineering
7 28 (14.00%) Scrum
8 25 (12.50%) Predictive Modelling
9 23 (11.50%) Data Analytics
9 23 (11.50%) Waterfall
10 19 (9.50%) Presales
11 16 (8.00%) Data Management
11 16 (8.00%) Data Modelling
11 16 (8.00%) Kimball Methodology
11 16 (8.00%) Mobile Application Development
11 16 (8.00%) Stakeholder Management
12 15 (7.50%) Data Analysis
12 15 (7.50%) Data Visualisation
12 15 (7.50%) Deep Learning
12 15 (7.50%) Integration Testing
Programming Languages
1 81 (40.50%) Python
2 73 (36.50%) R
3 70 (35.00%) SQL
4 60 (30.00%) Java
5 26 (13.00%) C#
6 22 (11.00%) JavaScript
7 13 (6.50%) PHP
8 12 (6.00%) C++
9 11 (5.50%) Scala
10 10 (5.00%) MATLAB
10 10 (5.00%) Ruby
11 8 (4.00%) T-SQL
12 7 (3.50%) C
13 5 (2.50%) Clojure
14 3 (1.50%) Perl
14 3 (1.50%) PL/SQL
15 1 (0.50%) Data Analysis Expressions (DAX)
15 1 (0.50%) Go
15 1 (0.50%) Julia
Qualifications
1 47 (23.50%) Degree
2 33 (16.50%) PhD
3 16 (8.00%) Microsoft Certification
4 12 (6.00%) BC Cleared
4 12 (6.00%) Security Cleared
5 8 (4.00%) PMI Certification
5 8 (4.00%) PMP
6 1 (0.50%) ISTQB
6 1 (0.50%) Postgraduate
Quality Assurance & Compliance
1 13 (6.50%) GCP
2 4 (2.00%) Data Quality
2 4 (2.00%) QA
3 1 (0.50%) SNOMED CT
System Software
1 7 (3.50%) Virtual Machines
2 2 (1.00%) VMware Infrastructure
3 1 (0.50%) Apache Flume
3 1 (0.50%) Docker
Vendors
1 40 (20.00%) Microsoft
2 36 (18.00%) Tableau
3 25 (12.50%) Oracle
4 11 (5.50%) Alteryx
5 9 (4.50%) IBM
5 9 (4.50%) SAP
6 8 (4.00%) Mapinfo
7 7 (3.50%) Google
8 6 (3.00%) MicroStrategy
9 5 (2.50%) TOWER Software
10 4 (2.00%) Atlassian
10 4 (2.00%) Facebook
10 4 (2.00%) Hyperion
11 3 (1.50%) Informatica
11 3 (1.50%) MapR
11 3 (1.50%) Sybase
12 2 (1.00%) Salesforce.com
12 2 (1.00%) Sun
12 2 (1.00%) VMware
13 1 (0.50%) Minitab
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Salary: Unspecified + 15% flex benefits
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Salary: Unspecified 5% flex benefits
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Salary: £40000 - £60000 per annum + Stock options
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Salary: Competitive Package + Benefits
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Salary: Unspecified competitive + bonus + pension scheme + private healthcare
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Salary: £120000 - £150000 per annum + Benefits
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